Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: FOXJ2

Gene summary for FOXJ2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FOXJ2

Gene ID

55810

Gene nameforkhead box J2
Gene AliasFHX
Cytomap12p13.31
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9P0K8


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
55810FOXJ2LZE8THumanEsophagusESCC9.27e-031.41e-010.067
55810FOXJ2P1T-EHumanEsophagusESCC4.42e-031.13e-010.0875
55810FOXJ2P2T-EHumanEsophagusESCC4.01e-111.35e-010.1177
55810FOXJ2P4T-EHumanEsophagusESCC2.01e-042.36e-020.1323
55810FOXJ2P5T-EHumanEsophagusESCC1.12e-051.59e-020.1327
55810FOXJ2P8T-EHumanEsophagusESCC4.17e-151.10e-010.0889
55810FOXJ2P9T-EHumanEsophagusESCC4.98e-033.71e-020.1131
55810FOXJ2P10T-EHumanEsophagusESCC1.32e-069.48e-020.116
55810FOXJ2P12T-EHumanEsophagusESCC5.76e-142.57e-010.1122
55810FOXJ2P15T-EHumanEsophagusESCC1.81e-079.26e-020.1149
55810FOXJ2P16T-EHumanEsophagusESCC8.07e-295.12e-010.1153
55810FOXJ2P20T-EHumanEsophagusESCC4.66e-044.35e-020.1124
55810FOXJ2P21T-EHumanEsophagusESCC1.66e-032.22e-020.1617
55810FOXJ2P22T-EHumanEsophagusESCC7.15e-141.94e-010.1236
55810FOXJ2P23T-EHumanEsophagusESCC8.84e-034.01e-020.108
55810FOXJ2P24T-EHumanEsophagusESCC5.96e-081.05e-010.1287
55810FOXJ2P26T-EHumanEsophagusESCC2.25e-101.21e-010.1276
55810FOXJ2P27T-EHumanEsophagusESCC1.29e-061.41e-010.1055
55810FOXJ2P28T-EHumanEsophagusESCC4.78e-067.28e-020.1149
55810FOXJ2P30T-EHumanEsophagusESCC5.03e-061.58e-010.137
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:00486597EsophagusESCCsmooth muscle cell proliferation103/8552184/187233.08e-031.28e-02103
GO:00486607EsophagusESCCregulation of smooth muscle cell proliferation100/8552180/187234.76e-031.85e-02100
GO:00330025EsophagusESCCmuscle cell proliferation134/8552248/187234.80e-031.86e-02134
GO:00486615EsophagusESCCpositive regulation of smooth muscle cell proliferation61/8552104/187235.22e-031.97e-0261
GO:004544610EsophagusESCCendothelial cell differentiation67/8552118/187239.86e-033.40e-0267
GO:000315818EsophagusESCCendothelium development76/8552136/187231.05e-023.59e-0276
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
FOXJ2CD8TRMCervixCCACKR1,ZNF512,USP51, etc.1.56e-01The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
FOXJ2ICAFCervixHSIL_HPVFOXC1,CSF2RB,DNAJB11, etc.1.44e-02The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
FOXJ2CAFLiverHealthyLTB,FAM65B,CD3D, etc.4.08e-01The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
FOXJ2CAFLiverNAFLDLTB,FAM65B,CD3D, etc.6.32e-01The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
FOXJ2SMCPancreasPDACWDR74,KCTD12,AC105942.1, etc.3.45e-02The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
FOXJ2MAITStomachCSGTNFSF9,PLAG1,MSC-AS1, etc.1.94e-02The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
FOXJ2SNVMissense_Mutationc.723N>Ap.Phe241Leup.F241LQ9P0K8protein_codingtolerated(0.91)probably_damaging(0.931)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FOXJ2SNVMissense_Mutationc.838N>Ap.Asp280Asnp.D280NQ9P0K8protein_codingtolerated(0.22)probably_damaging(0.971)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FOXJ2SNVMissense_Mutationc.1613A>Gp.Asp538Glyp.D538GQ9P0K8protein_codingtolerated(0.08)benign(0.078)TCGA-E2-A15J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
FOXJ2insertionNonsense_Mutationnovelc.297_298insAAGTGGGGTTTTTCTTTTTTCAAACCCATTCCTACATAGTp.Phe100LysfsTer13p.F100Kfs*13Q9P0K8protein_codingTCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FOXJ2SNVMissense_Mutationc.344G>Ap.Arg115Glnp.R115QQ9P0K8protein_codingdeleterious(0)probably_damaging(0.994)TCGA-C5-A1M6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
FOXJ2SNVMissense_Mutationc.273G>Tp.Glu91Aspp.E91DQ9P0K8protein_codingdeleterious(0)benign(0.429)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FOXJ2SNVMissense_Mutationc.73N>Ap.Glu25Lysp.E25KQ9P0K8protein_codingdeleterious(0.04)benign(0.01)TCGA-IR-A3LF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FOXJ2SNVMissense_Mutationc.611N>Gp.Tyr204Cysp.Y204CQ9P0K8protein_codingdeleterious(0.02)possibly_damaging(0.52)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FOXJ2SNVMissense_Mutationc.75N>Tp.Glu25Aspp.E25DQ9P0K8protein_codingdeleterious(0.02)benign(0.054)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
FOXJ2SNVMissense_Mutationc.1630C>Tp.Arg544Cysp.R544CQ9P0K8protein_codingdeleterious(0.01)probably_damaging(0.982)TCGA-CM-6674-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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